Manuel Davy

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 3

Top Topics

Bayesian Models

Joint Replenishment

Top Venues

IEEE Trans. Signal Process.

J. Mach. Learn. Res.

Publications

Agathe Métaireau, Rabin Kumar Sahu, Simon Delecourt, Alexandre Gerussi, Manuel Davy
Multi-periodic Joint Replenishment Planning Method for Various All-unit Discounts. ICORES (2022)
Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy
An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection. ICORES (2020)
François Caron, Willie Neiswanger, Frank D. Wood, Arnaud Doucet, Manuel Davy
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes. J. Mach. Learn. Res. 18 (2017)
Richard Geoffrey Everitt, Christophe Andrieu, Manuel Davy
Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes. IEEE Trans. Signal Process. 61 (22) (2013)
Asma Rabaoui, Hachem Kadri, Manuel Davy
Nonparametric Bayesian supervised classification of functional data. ICASSP (2012)
Manuel Davy, Jean-Yves Tourneret
Generative Supervised Classification Using Dirichlet Process Priors. IEEE Trans. Pattern Anal. Mach. Intell. 32 (10) (2010)
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy
Nonlinear functional regression: a functional RKHS approach. AISTATS (2010)
Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Ellouze
Using One-Class SVMs and Wavelets for Audio Surveillance. IEEE Trans. Inf. Forensics Secur. 3 (4) (2008)
Adam M. Johansen, Arnaud Doucet, Manuel Davy
Particle methods for maximum likelihood estimation in latent variable models. Stat. Comput. 18 (1) (2008)
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. IEEE Trans. Signal Process. 56 (1) (2008)
Hachem Kadri, Manuel Davy, Asma Rabaoui, Zied Lachiri, Noureddine Ellouze
Robust audio speaker segmentation using one class SVMS. EUSIPCO (2008)
Belkacem Fergani, Manuel Davy, Amrane Houacine
Speaker diarization using one-class support vector machines. Speech Commun. 50 (5) (2008)
Frédéric Desobry, Manuel Davy, William J. Fitzgerald
Density Kernels on Unordered Sets for Kernel-Based Signal Processing. ICASSP (2) (2007)
Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy
Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. IEEE Trans. Signal Process. 55 (4) (2007)
Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Lachiri, Noureddine Ellouze
Improved one-class SVM classifier for sounds classification. AVSS (2007)
Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe
Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. IEEE Trans. Signal Process. 55 (6-1) (2007)
Manuel Loth, Philippe Preux, Manuel Davy
A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. ESANN (2007)
Francois Caron, Manuel Davy, Arnaud Doucet
Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. UAI (2007)
Edmund S. Jackson, Manuel Davy, Arnaud Doucet, William J. Fitzgerald
Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes. ICASSP (3) (2007)
Alain Rakotomamonjy, Manuel Davy
One-class SVM regularization path and comparison with alpha seeding. ESANN (2007)
Corentin Dubois, Manuel Davy
Joint Detection and Tracking of Time-Varying Harmonic Components: A Flexible Bayesian Approach. IEEE Trans. Speech Audio Process. 15 (4) (2007)
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. FUSION (2006)
Adam M. Johansen, Arnaud Doucet, Manuel Davy
Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo. ICASSP (3) (2006)
Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy
Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. ICASSP (3) (2006)
Belkacem Fergani, Manuel Davy, Amrane Houacine
Unsupervised speaker indexing using one-class Support Vector Machines. EUSIPCO (2006)
Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli
An online support vector machine for abnormal events detection. Signal Process. 86 (8) (2006)
Delphine Potin, Philippe Vanheeghe, Emmanuel Duflos, Manuel Davy
An abrupt change detection algorithm for buried landmines localization. IEEE Trans. Geosci. Remote. Sens. 44 (2) (2006)
Manuel Davy, Frédéric Desobry, Stéphane Canu
Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications. ICASSP (3) (2006)
Corentin Dubois, Manuel Davy, Jérôme Idier
Tracking of time-frequency components using particle filtering. ICASSP (4) (2005)
Frédéric Desobry, Manuel Davy, William J. Fitzgerald
A Class of Kernels For Sets of Vectors. ESANN (2005)
Frédéric Desobry, Manuel Davy, Christian Doncarli
An online kernel change detection algorithm. IEEE Trans. Signal Process. 53 (8-2) (2005)
Manuel Davy, Jérôme Idier
Fast MCMC computations for the estimation of sparse processes from noisy observations. ICASSP (2) (2004)
Frédéric Desobry, Manuel Davy
Dissimilarity measures in feature space. ICASSP (5) (2004)
Frédéric Desobry, Manuel Davy
Support vector-based online detection of abrupt changes. ICASSP (4) (2003)
Manuel Davy, Arnaud Doucet
Copulas: a new insight into positive time-frequency distributions. IEEE Signal Process. Lett. 10 (7) (2003)
Hélène Cottereau, Jean-Marie Piasco, Christian Doncarli, Manuel Davy
Two approaches for the estimation of time-varying amplitude multichirp signals. ICASSP (6) (2003)
Christophe Andrieu, Manuel Davy, Arnaud Doucet
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. IEEE Trans. Signal Process. 51 (7) (2003)
Simon J. Godsill, Manuel Davy
Bayesian harmonic models for musical pitch estimation and analysis. ICASSP (2002)
Manuel Davy, Arthur Gretton, Arnaud Doucet, Peter J. W. Rayner
Optimized support vector machines for nonstationary signal classification. IEEE Signal Process. Lett. 9 (12) (2002)
Manuel Davy, Christian Doncarli, Jean-Yves Tourneret
Classification of chirp signals using hierarchical Bayesian learning and MCMC methods. IEEE Trans. Signal Process. 50 (2) (2002)
Christophe Andrieu, Manuel Davy, Arnaud Doucet
A particle filtering technique for Jump Markov Systems. EUSIPCO (2002)
Christophe Andrieu, Manuel Davy, Arnaud Doucet
Efficient particle filtering for Jump Markov Systems. ICASSP (2002)
Christian Doncarli, Manuel Davy, Jean-Yves Tourneret
Hierarchical Bayesian classification of chirp signals. ICASSP (2002)
Manuel Davy, Simon J. Godsill
Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation. ICASSP (2002)
Manuel Davy, Christian Doncarli, Gloria Faye Boudreaux-Bartels
Improved optimization of time-frequency-based signal classifiers. IEEE Signal Process. Lett. 8 (2) (2001)
Manuel Davy, Hélène Cottereau, Christian Doncarli
Loudspeaker fault detection using time-frequency representations. ICASSP (2001)
Hélène Cottereau, Manuel Davy, Christian Doncarli, N. Martin
Using ARCAP time-frequency representations for decision. EUSIPCO (2000)
Manuel Davy, Christian Doncarli, Jean-Yves Tourneret
Supervised classification using MCMC methods. ICASSP (2000)
Manuel Davy, B. Leprettre, Christian Doncarli, N. Martin
Tracking of spectral lines in an ARCAP time-frequency representation. EUSIPCO (1998)